An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis

Kuantan facing huge transformation in their bus transportation system when most of the bus companies discontinue their operations because profitability issue and of the number of bus passengers has declined. The efforts to solve this problem have failed since Kuantan did not have detail information...

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Main Author:	Sharifah, Awang
Format:	Thesis
Language:	English
Published:	2015
Subjects:	QA Mathematics
Online Access:	http://umpir.ump.edu.my/id/eprint/11247/1/An%20investigation%20on%20leading%20characteristics%20of%20rapidkuantan%20bus%20passengers%20using%20correspondence%20analysis.pdf
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spelling	my-ump-ir.112472023-03-27T02:35:31Z An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis 2015-04 Sharifah, Awang QA Mathematics Kuantan facing huge transformation in their bus transportation system when most of the bus companies discontinue their operations because profitability issue and of the number of bus passengers has declined. The efforts to solve this problem have failed since Kuantan did not have detail information on bus and passengers characteristics. RapidKuantan was introduced in early 2013 and a study needs to be conduct to avoid the same issues. The travel data collected by previous study were not able to describe the leading characteristics of routes covered without the application of more rigours such as correspondence analysis. Researchers often use continuous data analysis (quantitative analysis) to perform the analysis. Some studies can be misleading in determining the correct method of analysing. This study shows how the analysis can be done for categorical travel data (qualitative analysis) using correspondence analysis which is a dimension reduction technique similar to factor analysis but extends factor analysis in handling of categorical data/variables. The leading characteristics for can be identified from correspondence analysis. The questionnaire survey was done for the selected routes in Kuantan and Pekan for one month. The questionnaire form was distributed at the bus stop and on the bus involving 1340 respondents. The study area was divided into four zones and different characteristics were determined for each zone. It can be summarised that the leading characteristics for bus passengers in Zone A (Pekan) were secondary student who from/to home, the bus passenger for Zone B (Gambang) were University student which were from/to shopping with time of return between 11 am to 1 pm, for zone C (Sungai Lembing) the bus passengers were from/to work and business with income less than RM2000 while passengers from zone D (Teluk Cempedak) mostly were from/to school and using bus once a while during weekend. At the end of this study, the strategies to improve bus ridership for each zone were proposed based on Transportation Handbook and Traffic Impact Assessment (TIA) method. This study would like to recommend future research to separate the inbound and outbound passengers when conducting data collection and analysis. 2015-04 Thesis http://umpir.ump.edu.my/id/eprint/11247/ http://umpir.ump.edu.my/id/eprint/11247/1/An%20investigation%20on%20leading%20characteristics%20of%20rapidkuantan%20bus%20passengers%20using%20correspondence%20analysis.pdf pdf en public masters Universiti Malaysia Pahang Faculty of Civil Engineering and Earth Resources Zulkiple, Adnan
institution	Universiti Malaysia Pahang Al-Sultan Abdullah
collection	UMPSA Institutional Repository
language	English
advisor	Zulkiple, Adnan
topic	QA Mathematics
spellingShingle	QA Mathematics Sharifah, Awang An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis
description	Kuantan facing huge transformation in their bus transportation system when most of the bus companies discontinue their operations because profitability issue and of the number of bus passengers has declined. The efforts to solve this problem have failed since Kuantan did not have detail information on bus and passengers characteristics. RapidKuantan was introduced in early 2013 and a study needs to be conduct to avoid the same issues. The travel data collected by previous study were not able to describe the leading characteristics of routes covered without the application of more rigours such as correspondence analysis. Researchers often use continuous data analysis (quantitative analysis) to perform the analysis. Some studies can be misleading in determining the correct method of analysing. This study shows how the analysis can be done for categorical travel data (qualitative analysis) using correspondence analysis which is a dimension reduction technique similar to factor analysis but extends factor analysis in handling of categorical data/variables. The leading characteristics for can be identified from correspondence analysis. The questionnaire survey was done for the selected routes in Kuantan and Pekan for one month. The questionnaire form was distributed at the bus stop and on the bus involving 1340 respondents. The study area was divided into four zones and different characteristics were determined for each zone. It can be summarised that the leading characteristics for bus passengers in Zone A (Pekan) were secondary student who from/to home, the bus passenger for Zone B (Gambang) were University student which were from/to shopping with time of return between 11 am to 1 pm, for zone C (Sungai Lembing) the bus passengers were from/to work and business with income less than RM2000 while passengers from zone D (Teluk Cempedak) mostly were from/to school and using bus once a while during weekend. At the end of this study, the strategies to improve bus ridership for each zone were proposed based on Transportation Handbook and Traffic Impact Assessment (TIA) method. This study would like to recommend future research to separate the inbound and outbound passengers when conducting data collection and analysis.
format	Thesis
qualification_level	Master's degree
author	Sharifah, Awang
author_facet	Sharifah, Awang
author_sort	Sharifah, Awang
title	An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis
title_short	An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis
title_full	An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis
title_fullStr	An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis
title_full_unstemmed	An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis
title_sort	investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis
granting_institution	Universiti Malaysia Pahang
granting_department	Faculty of Civil Engineering and Earth Resources
publishDate	2015
url	http://umpir.ump.edu.my/id/eprint/11247/1/An%20investigation%20on%20leading%20characteristics%20of%20rapidkuantan%20bus%20passengers%20using%20correspondence%20analysis.pdf
_version_	1783731940439883776

An investigation on leading characteristics of rapidkuantan bus passengers using correspondence analysis

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